DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: 60 Microlensing Events from the Three Years of Zwicky Transient Facility Phase One

Journal Article · · The Astrophysical Journal

Abstract Microlensing events have historically been discovered throughout the Galactic bulge and plane by surveys designed solely for that purpose. We conduct the first multiyear search for microlensing events on the Zwicky Transient Facility (ZTF), an all-sky optical synoptic survey that observes the entire visible northern sky every few nights. We discover 60 high-quality microlensing events in the 3 yr of ZTF-I using the bulk lightcurves in the ZTF Public Data Release 5.19 of our events are found outside of the Galactic plane (∣ b ∣ ≥ 10°), nearly doubling the number of previously discovered events in the stellar halo from surveys pointed toward the Magellanic Clouds and the Andromeda galaxy. We also record 1558 ongoing candidate events as potential microlensing that can continue to be observed by ZTF-II for identification. The scalable and computationally efficient methods developed in this work can be applied to future synoptic surveys, such as the Vera C. Rubin Observatory’s Legacy Survey of Space and Time and the Nancy Grace Roman Space Telescope, as they attempt to find microlensing events in even larger and deeper data sets.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE; USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1970074
Journal Information:
The Astrophysical Journal, Journal Name: The Astrophysical Journal Journal Issue: 1 Vol. 947; ISSN 0004-637X
Publisher:
American Astronomical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (51)

A machine learning classifier for microlensing in wide-field surveys journal July 2019
Microlensing constraints on primordial black holes with Subaru/HSC Andromeda observations journal April 2019
SciPy 1.0: fundamental algorithms for scientific computing in Python journal February 2020
The EROS2 search for microlensing events towards the spiral arms: the complete seven season results journal April 2009
Limits on Galactic dark matter with 5 years of EROS SMC data journal March 2003
Limits on the Macho content of the Galactic Halo from the EROS-2 Survey of the Magellanic Clouds journal April 2007
Gravitational microlensing by the galactic halo journal May 1986
Extending the MACHO search to about 10 exp 6 solar masses journal June 1992
The MACHO Project: Microlensing Results from 5.7 Years of Large Magellanic Cloud Observations journal October 2000
Blending of Light in Gravitational Microlensing Events journal July 1995
MACHO Project Limits on Black Hole Dark Matter in the 1–30 [ITAL]M[/ITAL][TINF]⊙[/TINF] Range journal April 2001
Gravitational Microlensing Events Due to Stellar‐Mass Black Holes journal November 2002
The Microlensing Event rate and Optical Depth Toward the Galactic Bulge from Moa-Ii journal November 2013
Statistical Searches for Microlensing Events in Large, Non-Uniformly Sampled Time-Domain Surveys: a test Using Palomar Transient Factory data journal January 2014
The m31 Pixel Lensing plan Campaign: Macho Lensing and Self-Lensing Signals journal February 2014
Ogle-Iii Microlensing Events and the Structure of the Galactic Bulge journal January 2015
A Morphological Classification Model to Identify Unresolved PanSTARRS1 Sources: Application in the ZTF Real-time Pipeline journal November 2018
The Zwicky Transient Facility: Data Processing, Products, and Archive journal December 2018
The Zwicky Transient Facility: System Overview, Performance, and First Results journal December 2018
The Zwicky Transient Facility: Science Objectives journal May 2019
The Zwicky Transient Facility: Surveys and Scheduler journal April 2019
Testing for serial correlation in least squares regression.III journal January 1971
An efficient method for finding the minimum of a function of several variables without calculating derivatives journal February 1964
The Gravitational Lens Effect journal September 1964
The Ariel V sky survey of fast-transient X-ray sources journal December 1983
Fink , a new generation of broker for the LSST community journal November 2020
Black hole, neutron star and white dwarf candidates from microlensing with OGLE-III journal February 2016
Updating the MACHO fraction of the Milky Way dark halowith improved mass models journal May 2018
Primordial black holes as dark matter journal October 2016
The OGLE view of microlensing towards the Magellanic Clouds - III. Ruling out subsolar MACHOs with the OGLE-III LMC data★: OGLE-III view of microlensing towards the LMC journal January 2011
The OGLE view of microlensing towards the Magellanic Clouds - IV. OGLE-III SMC data and final conclusions on MACHOs★: The OGLE-III view of microlensing towards the SMC journal August 2011
Lens-Like Action of a star by the Deviation of Light in the Gravitational Field journal December 1936
A Subspace, Interior, and Conjugate Gradient Method for Large-Scale Bound-Constrained Minimization Problems journal January 1999
The Mean Square Successive Difference journal June 1941
A Search for Stellar-Mass Black Holes via Astrometric Microlensing journal October 2016
Korea Microlensing Telescope Network Microlensing Events from 2015: Event-finding Algorithm, Vetting, and Photometry journal January 2018
Alert Classification for the ALeRCE Broker System: The Light Curve Classifier journal February 2021
Real-time Likelihood-free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation journal May 2021
Predictions for the Detection and Characterization of Galactic Disk Microlensing Events by LSST journal February 2019
PopSyCLE: A New Population Synthesis Code for Compact Object Microlensing Events journal January 2020
Gravitational Microlensing Event Statistics for the Zwicky Transient Facility journal July 2020
Microlensing Events in the Galactic Plane Using the Zwicky Transient Facility journal March 2022
An Isolated Stellar-mass Black Hole Detected through Astrometric Microlensing* journal July 2022
Microlensing Optical Depth and Event Rate toward the Galactic Bulge from 8 yr of OGLE-IV Observations journal October 2019
Microlensing Optical Depth and Event Rate in the OGLE-IV Galactic Plane Fields journal July 2020
The Sloan Digital Sky Survey Quasar Catalog: Sixteenth Data Release journal August 2020
A Reanalysis of Public Galactic Bulge Gravitational Microlensing Events from OGLE-III and -IV journal April 2022
VVV Survey Microlensing Events in the Galactic Center Region journal December 2017
An Isolated Mass-gap Black Hole or Neutron Star Detected with Astrometric Microlensing journal July 2022
Systematic Errors as a Source of Mass Discrepancy in Black Hole Microlensing Event OGLE-2011-BLG-0462 journal September 2022
Gravitational Microlensing Events from the First Year of the Northern Galactic Plane Survey by the Zwicky Transient Facility journal January 2020